Papers
GigaMoE: Sparsity-Guided Mixture of Experts for Efficient Gigapixel Object Detection
Xiang Li, Wenxi Li, Yuetong Wang et al.
Belief-Driven Value Alignment for Human-Robot Collaboration
Saisai Li, Bing Shi, Yiming Xia et al.
ViTE: Virtual Graph Trajectory Expert Router for Pedestrian Trajectory Prediction
Ruochen Li, Zhanxing Zhu, Tanqiu Qiao et al.
ESCA: An Emotional Support Conversation Agent for Enhancing Reasonable Strategy Planning and Effective Expression
Jing Li, Yanxin Luo, Donghong Han et al.
Mitigating Length Bias in RLHF Through a Causal Lens
Hyeonji Kim, Sujeong Oh, Sanghack Lee
Whole-Field Action Sensing via Wearable Single-Channel EMG Sensors and Resource-Efficient Motion Network
Xuanming Jiang, Dingyu Nie, Baoyi An et al.
SSL-CST: Cell Segmentation for Single-Cell Spatial Transcriptome Based on Self-Supervised Learning
Weiliang Huo, Shilin Zhang, Suixue Wang et al.
Graph Neural Field with Spatial-Correlation Augmentation for HRTF Personalization
De Hu, Junsheng Hu, Cuicui Jiang
Alfa: Attentive Low-Rank Filter Adaptation for Structure-Aware Cross-Domain Personalized Gaze Estimation
He-Yen Hsieh, Wei-Te Mark Ting, H. T. Kung
Can Humans Teach Machines to Code?
Celine Hocquette, Johannes Langer, Andrew Cropper et al.
Cross-modal Prompting for Balanced Incomplete Multi-modal Emotion Recognition
Wen-Jue He, Xiaofeng Zhu, Zheng Zhang
ParetoHqD: Fast Offline Multiobjective Alignment of Large Language Models Using Pareto High-Quality Data
Haoran Gu, Handing Wang, Yi Mei et al.
Too Sure for Our Own Good: A User Study on AI Confidence and Human Reliance
Caterina Fregosi, Lucia Vicente, Andrea Campagner et al.
Intention-Guided Cognitive Reasoning for Egocentric Long-Term Action Anticipation
Qiaohui Chu, Haoyu Zhang, Meng Liu et al.
EMOD: A Unified EEG Emotion Representation Framework Leveraging V-A Guided Contrastive Learning
Yuning Chen, Sha Zhao, Shijian Li et al.
D-GARA: A Dynamic Benchmarking Framework for GUI Agent Robustness in Real-World Anomalies
Sen Chen, Tong Zhao, Yi Bin et al.
GazeInterpreter: Parsing Eye Gaze to Generate Eye-Body-Coordinated Narrations
Qing Chang, Zhiming Hu
Attribution Analysis-based Concept Alignment: A Human-in-the-loop Data Debugging Framework
Lei Chai, Lu Qi, Hailong Sun et al.
Counterfactual eXplainable AI (XAI) Method for Deep Learning-Based Multivariate Time Series Classification
Alan Gabriel Paredes Cetina, Kaouther Benguessoum, Raoni Lourenco et al.
Spontaneous Yet Predictable: Shapelet-Driven, Channel-Aware Intention Decoding from Multi-Region ECoG
Keren Cao, Yuhang Tian, Kaizhong Zheng et al.
HuiduRep: A Robust Self-Supervised Framework for Learning Neural Representations from Extracellular Recordings
Feng Cao, Zishuo Feng, Jicong Zhang et al.
EPIC: Explanation of Pretrained Image Classification Networks via Prototypes
Piotr Borycki, Magdalena Trędowicz, Szymon Janusz et al.
Explaining Decentralized Multi-Agent Reinforcement Learning Policies
Kayla Boggess, Sarit Kraus, Lu Feng
Who Is Helping Whom? Analyzing Inter-Dependencies to Evaluate Cooperation in Human-AI Teaming
Upasana Biswas, Vardhan Palod, Siddhant Bhambri et al.
Align When They Want, Complement When They Need! Human-Centered Ensembles for Adaptive Human-AI Collaboration
Hasan Amin, Ming Yin, Rajiv Khanna